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        <h1><a href="../../index.html">All files</a> / <a href="index.html">src/utils</a> dataTableAI.js</h1>
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<tr><td class="line-count quiet"><a name='L1'></a><a href='#L1'>1</a>
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<span class="cline-any cline-no">&nbsp;</span></td><td class="text"><pre class="prettyprint lang-js"><span class="cstat-no" title="statement not covered" ><span class="fstat-no" title="function not covered" ><span class="branch-0 cbranch-no" title="branch not covered" >/**</span></span></span>
<span class="cstat-no" title="statement not covered" > * 数据表配置 AI 智能分析</span>
<span class="cstat-no" title="statement not covered" > */</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >/**</span>
<span class="cstat-no" title="statement not covered" > * 获取AI配置</span>
<span class="cstat-no" title="statement not covered" > */</span>
<span class="cstat-no" title="statement not covered" >const getAIConfig = () =&gt; {</span>
<span class="cstat-no" title="statement not covered" >  const apiKey = import.meta.env.VITE_AI_API_KEY</span>
<span class="cstat-no" title="statement not covered" >  const baseUrl = import.meta.env.VITE_AI_BASE_URL</span>
<span class="cstat-no" title="statement not covered" >  const model = import.meta.env.VITE_AI_MODEL</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >  if (!apiKey) {</span>
<span class="cstat-no" title="statement not covered" >    throw new Error('请在环境变量中配置 VITE_AI_API_KEY')</span>
<span class="cstat-no" title="statement not covered" >  }</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >  if (!baseUrl) {</span>
<span class="cstat-no" title="statement not covered" >    throw new Error('请在环境变量中配置 VITE_AI_BASE_URL')</span>
<span class="cstat-no" title="statement not covered" >  }</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >  if (!model) {</span>
<span class="cstat-no" title="statement not covered" >    throw new Error('请在环境变量中配置 VITE_AI_MODEL')</span>
<span class="cstat-no" title="statement not covered" >  }</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >  return {</span>
<span class="cstat-no" title="statement not covered" >    apiKey,</span>
<span class="cstat-no" title="statement not covered" >    baseUrl,</span>
<span class="cstat-no" title="statement not covered" >    model</span>
<span class="cstat-no" title="statement not covered" >  }</span>
<span class="cstat-no" title="statement not covered" >}</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >/**</span>
<span class="cstat-no" title="statement not covered" > * 使用 AI 智能分析数据表配置</span>
<span class="cstat-no" title="statement not covered" > * @param {Object} tableInfo - 表信息</span>
<span class="cstat-no" title="statement not covered" > * @param {Array} columns - 字段列表</span>
<span class="cstat-no" title="statement not covered" > * @returns {Promise&lt;Object&gt;} AI 推荐的数据表配置</span>
<span class="cstat-no" title="statement not covered" > */</span>
<span class="cstat-no" title="statement not covered" >export async function analyzeDataTableWithAI(tableInfo, columns) {</span>
<span class="cstat-no" title="statement not covered" >  try {</span>
<span class="cstat-no" title="statement not covered" >    const config = getAIConfig()</span>
<span class="cstat-no" title="statement not covered" >    </span>
<span class="cstat-no" title="statement not covered" >    // 构建提示词</span>
<span class="cstat-no" title="statement not covered" >    const prompt = buildDataTablePrompt(tableInfo, columns)</span>
<span class="cstat-no" title="statement not covered" >    </span>
<span class="cstat-no" title="statement not covered" >    // 调用 OpenAI 兼容的 API</span>
<span class="cstat-no" title="statement not covered" >    const response = await fetch(`${config.baseUrl}/chat/completions`, {</span>
<span class="cstat-no" title="statement not covered" >      method: 'POST',</span>
<span class="cstat-no" title="statement not covered" >      headers: {</span>
<span class="cstat-no" title="statement not covered" >        'Content-Type': 'application/json',</span>
<span class="cstat-no" title="statement not covered" >        'Authorization': `Bearer ${config.apiKey}`</span>
<span class="cstat-no" title="statement not covered" >      },</span>
<span class="cstat-no" title="statement not covered" >      body: JSON.stringify({</span>
<span class="cstat-no" title="statement not covered" >        model: `${config.model}`,</span>
<span class="cstat-no" title="statement not covered" >        messages: [</span>
<span class="cstat-no" title="statement not covered" >          {</span>
<span class="cstat-no" title="statement not covered" >            role: 'system',</span>
<span class="cstat-no" title="statement not covered" >            content: `你是一个数据表配置专家。请根据表名、表描述和字段信息，智能推荐数据表的值字段和显示字段配置。</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >数据表说明：</span>
<span class="cstat-no" title="statement not covered" >- 数据表是指其他表可以关联的基础数据表（如字典表、用户表、部门表等）</span>
<span class="cstat-no" title="statement not covered" >- 值字段：用于关联的实际值，通常是主键或ID字段</span>
<span class="cstat-no" title="statement not covered" >- 显示字段：用于前端显示的字段，通常是名称、标题等可读性强的字段</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >请严格按照JSON格式返回，不要包含任何其他内容。`</span>
<span class="cstat-no" title="statement not covered" >          },</span>
<span class="cstat-no" title="statement not covered" >          {</span>
<span class="cstat-no" title="statement not covered" >            role: 'user',</span>
<span class="cstat-no" title="statement not covered" >            content: prompt</span>
<span class="cstat-no" title="statement not covered" >          }</span>
<span class="cstat-no" title="statement not covered" >        ],</span>
<span class="cstat-no" title="statement not covered" >        max_tokens: 2000,</span>
<span class="cstat-no" title="statement not covered" >        temperature: 0.3</span>
<span class="cstat-no" title="statement not covered" >      })</span>
<span class="cstat-no" title="statement not covered" >    })</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >    if (!response.ok) {</span>
<span class="cstat-no" title="statement not covered" >      throw new Error(`API 请求失败: ${response.status} ${response.statusText}`)</span>
<span class="cstat-no" title="statement not covered" >    }</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >    const data = await response.json()</span>
<span class="cstat-no" title="statement not covered" >    </span>
<span class="cstat-no" title="statement not covered" >    if (!data.choices || data.choices.length === 0) {</span>
<span class="cstat-no" title="statement not covered" >      throw new Error('API 返回数据格式错误')</span>
<span class="cstat-no" title="statement not covered" >    }</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >    const aiResponse = data.choices[0].message.content</span>
<span class="cstat-no" title="statement not covered" >    </span>
<span class="cstat-no" title="statement not covered" >    // 解析 AI 返回的结果</span>
<span class="cstat-no" title="statement not covered" >    const result = parseDataTableAIResponse(aiResponse, columns)</span>
<span class="cstat-no" title="statement not covered" >    </span>
<span class="cstat-no" title="statement not covered" >    return result</span>
<span class="cstat-no" title="statement not covered" >    </span>
<span class="cstat-no" title="statement not covered" >  } catch (error) {</span>
<span class="cstat-no" title="statement not covered" >    console.error('AI 分析数据表配置失败:', error)</span>
<span class="cstat-no" title="statement not covered" >    throw new Error(`AI 分析失败: ${error.message}`)</span>
<span class="cstat-no" title="statement not covered" >  }</span>
<span class="cstat-no" title="statement not covered" >}</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >/**</span>
<span class="cstat-no" title="statement not covered" > * 构建数据表分析提示词</span>
<span class="cstat-no" title="statement not covered" > */</span>
<span class="cstat-no" title="statement not covered" >function buildDataTablePrompt(tableInfo, columns) {</span>
<span class="cstat-no" title="statement not covered" >  const columnInfo = columns.map(col =&gt; ({</span>
<span class="cstat-no" title="statement not covered" >    columnName: col.columnName,</span>
<span class="cstat-no" title="statement not covered" >    columnType: col.columnType,</span>
<span class="cstat-no" title="statement not covered" >    javaType: col.javaType,</span>
<span class="cstat-no" title="statement not covered" >    columnComment: col.columnComment || '',</span>
<span class="cstat-no" title="statement not covered" >    isPk: col.isPk,</span>
<span class="cstat-no" title="statement not covered" >    isIncrement: col.isIncrement</span>
<span class="cstat-no" title="statement not covered" >  }))</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >  return `请分析以下数据库表的数据表配置：</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >表名: ${tableInfo.tableName}</span>
<span class="cstat-no" title="statement not covered" >表描述: ${tableInfo.tableComment}</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >字段信息:</span>
<span class="cstat-no" title="statement not covered" >${JSON.stringify(columnInfo, null, 2)}</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >请推荐合适的数据表配置，返回JSON格式如下：</span>
<span class="cstat-no" title="statement not covered" >{</span>
<span class="cstat-no" title="statement not covered" >  "dataValueField": "推荐的值字段名",</span>
<span class="cstat-no" title="statement not covered" >  "dataDisplayField": "推荐的显示字段名",</span>
<span class="cstat-no" title="statement not covered" >  "reasoning": {</span>
<span class="cstat-no" title="statement not covered" >    "valueFieldReason": "值字段选择理由",</span>
<span class="cstat-no" title="statement not covered" >    "displayFieldReason": "显示字段选择理由"</span>
<span class="cstat-no" title="statement not covered" >  }</span>
<span class="cstat-no" title="statement not covered" >}</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >推荐规则：</span>
<span class="cstat-no" title="statement not covered" >1. 值字段通常选择：</span>
<span class="cstat-no" title="statement not covered" >   - 主键字段（如 id）</span>
<span class="cstat-no" title="statement not covered" >   - 唯一标识字段（如 code）</span>
<span class="cstat-no" title="statement not covered" >   - 自增字段</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >2. 显示字段通常选择：</span>
<span class="cstat-no" title="statement not covered" >   - 名称字段（如 name、title、label）</span>
<span class="cstat-no" title="statement not covered" >   - 描述性字段（如 description、remark）</span>
<span class="cstat-no" title="statement not covered" >   - 用户友好的标识字段</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >3. 根据表名和字段名智能推荐：</span>
<span class="cstat-no" title="statement not covered" >   - 用户表：值字段选user_id，显示字段选username或real_name</span>
<span class="cstat-no" title="statement not covered" >   - 部门表：值字段选dept_id，显示字段选dept_name</span>
<span class="cstat-no" title="statement not covered" >   - 字典表：值字段选dict_code或id，显示字段选dict_label或dict_name</span>
<span class="cstat-no" title="statement not covered" >   - 分类表：值字段选category_id，显示字段选category_name</span>
<span class="cstat-no" title="statement not covered" >   - 宠物表：值字段选pet_id，显示字段选name</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >请根据具体的表信息进行智能推荐。`</span>
<span class="cstat-no" title="statement not covered" >}</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >/**</span>
<span class="cstat-no" title="statement not covered" > * 解析数据表 AI 返回的结果</span>
<span class="cstat-no" title="statement not covered" > */</span>
<span class="cstat-no" title="statement not covered" >function parseDataTableAIResponse(aiResponse, columns) {</span>
<span class="cstat-no" title="statement not covered" >  try {</span>
<span class="cstat-no" title="statement not covered" >    // 提取JSON部分</span>
<span class="cstat-no" title="statement not covered" >    const jsonMatch = aiResponse.match(/\{[\s\S]*\}/)</span>
<span class="cstat-no" title="statement not covered" >    if (!jsonMatch) {</span>
<span class="cstat-no" title="statement not covered" >      throw new Error('AI 返回结果格式不正确')</span>
<span class="cstat-no" title="statement not covered" >    }</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >    const aiResult = JSON.parse(jsonMatch[0])</span>
<span class="cstat-no" title="statement not covered" >    </span>
<span class="cstat-no" title="statement not covered" >    if (!aiResult.dataValueField || !aiResult.dataDisplayField) {</span>
<span class="cstat-no" title="statement not covered" >      throw new Error('AI 返回结果缺少必要字段')</span>
<span class="cstat-no" title="statement not covered" >    }</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >    // 验证推荐的字段是否存在</span>
<span class="cstat-no" title="statement not covered" >    const valueField = columns.find(col =&gt; col.columnName === aiResult.dataValueField)</span>
<span class="cstat-no" title="statement not covered" >    const displayField = columns.find(col =&gt; col.columnName === aiResult.dataDisplayField)</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >    if (!valueField) {</span>
<span class="cstat-no" title="statement not covered" >      console.warn(`AI 推荐的值字段 ${aiResult.dataValueField} 不存在，使用默认值`)</span>
<span class="cstat-no" title="statement not covered" >      // 使用主键或第一个字段作为默认值</span>
<span class="cstat-no" title="statement not covered" >      const pkField = columns.find(col =&gt; col.isPk === '1')</span>
<span class="cstat-no" title="statement not covered" >      aiResult.dataValueField = pkField ? pkField.columnName : columns[0]?.columnName</span>
<span class="cstat-no" title="statement not covered" >    }</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >    if (!displayField) {</span>
<span class="cstat-no" title="statement not covered" >      console.warn(`AI 推荐的显示字段 ${aiResult.dataDisplayField} 不存在，使用默认值`)</span>
<span class="cstat-no" title="statement not covered" >      // 查找名称类字段作为默认值</span>
<span class="cstat-no" title="statement not covered" >      const nameField = columns.find(col =&gt; </span>
<span class="cstat-no" title="statement not covered" >        col.columnName.toLowerCase().includes('name') || </span>
<span class="cstat-no" title="statement not covered" >        col.columnComment?.includes('名称')</span>
<span class="cstat-no" title="statement not covered" >      )</span>
<span class="cstat-no" title="statement not covered" >      aiResult.dataDisplayField = nameField ? nameField.columnName : columns[0]?.columnName</span>
<span class="cstat-no" title="statement not covered" >    }</span>
<span class="cstat-no" title="statement not covered" ></span>
<span class="cstat-no" title="statement not covered" >    return {</span>
<span class="cstat-no" title="statement not covered" >      dataValueField: aiResult.dataValueField,</span>
<span class="cstat-no" title="statement not covered" >      dataDisplayField: aiResult.dataDisplayField,</span>
<span class="cstat-no" title="statement not covered" >      reasoning: aiResult.reasoning || {}</span>
<span class="cstat-no" title="statement not covered" >    }</span>
<span class="cstat-no" title="statement not covered" >    </span>
<span class="cstat-no" title="statement not covered" >  } catch (error) {</span>
<span class="cstat-no" title="statement not covered" >    console.error('解析数据表 AI 响应失败:', error)</span>
<span class="cstat-no" title="statement not covered" >    throw new Error(`解析 AI 响应失败: ${error.message}`)</span>
<span class="cstat-no" title="statement not covered" >  }</span>
<span class="cstat-no" title="statement not covered" >}</span></pre></td></tr></table></pre>

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